@inproceedings{liu2008isolation,
  title={Isolation forest},
  author={Liu, Fei Tony and Ting, Kai Ming and Zhou, Zhi-Hua},
  booktitle={Data Mining, 2008. ICDM'08. Eighth IEEE International Conference on},
  pages={413--422},
  year={2008},
  organization={IEEE}
}

@article{liu2012isolation,
  title={Isolation-based anomaly detection},
  author={Liu, Fei Tony and Ting, Kai Ming and Zhou, Zhi-Hua},
  journal={ACM Transactions on Knowledge Discovery from Data (TKDD)},
  volume={6},
  number={1},
  pages={3},
  year={2012},
  publisher={ACM}
}


@article{xu2023dif,
  author={Xu, Hongzuo and Pang, Guansong and Wang, Yijie and Wang, Yongjun},
  journal={IEEE Transactions on Knowledge and Data Engineering},
  title={Deep Isolation Forest for Anomaly Detection},
  year={2023},
  volume={},
  number={},
  pages={1-14},
  doi={10.1109/TKDE.2023.3270293}
}


@article{ruff2018deepsvdd,
  title={Deep One-Class Classification},
  author={Ruff, Lukas and Vandermeulen, Robert and Görnitz, Nico and Deecke, Lucas and Siddiqui, Shoaib and Binder, Alexander and Müller, Emmanuel and Kloft, Marius},
  journal={International conference on machine learning},
  year={2018}
}


@inproceedings{pang2019deep,
  title={Deep anomaly detection with deviation networks},
  author={Pang, Guansong and Shen, Chunhua and van den Hengel, Anton},
  booktitle={Proceedings of the 25th ACM SIGKDD international conference on knowledge discovery \& data mining},
  pages={353--362},
  year={2019}
}